Author

M. Briglia

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Open access Jul 2026

Folding scFv–Antigen Complexes at Scale

A scalable bench-marking pipeline is introduced that generates large ensembles of scFv–Ag structure predictions by cofolding a curated subset of 3,800 Ab–Ag complexes from SAbDab using multiple state-of-the-art models under diverse inference-time settings and evaluating model performance in recovering correct scFv–Ag interfaces.

Ravi K Shah, Jeffrey Ouyang-Zhang, Zachary Cohen et al. · bioRxiv · 0 citations

Preprint Jul 2026

Architectural Backdoors in Vision-Language Model Supply Chains via Representation Steering

This paper introduces dormant steering logic into the model architecture through a trigger-gated additive modification of an intermediate representation, without poisoning training data, controlling downstream fine-tuning, or modifying prompts at deployment time.

M. Briglia, Igor Maljkovic, A. E. Cinà et al. · 0 citations